| High-throughput Biomedical Relation Extraction for Semi-Structured Web Articles Empowered by Large Language Models | Dec 13, 2023 | ArticlesBinary Classification | —Unverified | 0 |
| CoRTEx: Contrastive Learning for Representing Terms via Explanations with Applications on Constructing Biomedical Knowledge Graphs | Dec 13, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Scalable Knowledge Graph Construction and Inference on Human Genome Variants | Dec 7, 2023 | graph constructionKnowledge Graphs | —Unverified | 0 |
| Large Knowledge Model: Perspectives and Challenges | Dec 5, 2023 | knowledge editingKnowledge Graphs | —Unverified | 0 |
| Instruction-tuning Aligns LLMs to the Human Brain | Dec 1, 2023 | Natural Language QueriesWorld Knowledge | —Unverified | 0 |
| Video Summarization: Towards Entity-Aware Captions | Dec 1, 2023 | Image CaptioningVideo Captioning | CodeCode Available | 0 |
| ChatPose: Chatting about 3D Human Pose | Nov 30, 2023 | Pose EstimationPose Prediction | —Unverified | 0 |
| Contextual Knowledge Pursuit for Faithful Visual Synthesis | Nov 29, 2023 | Language ModellingRetrieval | CodeCode Available | 0 |
| Towards Top-Down Reasoning: An Explainable Multi-Agent Approach for Visual Question Answering | Nov 29, 2023 | Common Sense ReasoningQuestion Answering | —Unverified | 0 |
| Large Language Models as Automated Aligners for benchmarking Vision-Language Models | Nov 24, 2023 | BenchmarkingWorld Knowledge | —Unverified | 0 |
| ShareGPT4V: Improving Large Multi-Modal Models with Better Captions | Nov 21, 2023 | DescriptiveMME | CodeCode Available | 0 |
| MultiLoRA: Democratizing LoRA for Better Multi-Task Learning | Nov 20, 2023 | Multi-Task LearningNatural Language Understanding | —Unverified | 0 |
| Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions | Nov 20, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| RecExplainer: Aligning Large Language Models for Explaining Recommendation Models | Nov 18, 2023 | Explanation GenerationInstruction Following | —Unverified | 0 |
| StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children's Story-Based Learning | Nov 16, 2023 | Question AnsweringWorld Knowledge | CodeCode Available | 0 |
| Online Continual Knowledge Learning for Language Models | Nov 16, 2023 | Continual LearningFact Checking | —Unverified | 0 |
| LOKE: Linked Open Knowledge Extraction for Automated Knowledge Graph Construction | Nov 15, 2023 | Entity Linkinggraph construction | —Unverified | 0 |
| A Study of Implicit Ranking Unfairness in Large Language Models | Nov 13, 2023 | Data AugmentationFairness | CodeCode Available | 0 |
| Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks | Nov 9, 2023 | Multiple-choiceWorld Knowledge | —Unverified | 0 |
| Active Reasoning in an Open-World Environment | Nov 3, 2023 | Instruction FollowingMinecraft | —Unverified | 0 |
| ACES: Translation Accuracy Challenge Sets at WMT 2023 | Nov 2, 2023 | TranslationWorld Knowledge | —Unverified | 0 |
| Test-time Augmentation for Factual Probing | Oct 26, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models | Oct 25, 2023 | Knowledge ProbingWorld Knowledge | —Unverified | 0 |
| Geographical Erasure in Language Generation | Oct 23, 2023 | Text GenerationWorld Knowledge | CodeCode Available | 0 |
| Localizing Active Objects from Egocentric Vision with Symbolic World Knowledge | Oct 23, 2023 | Phrase GroundingWorld Knowledge | CodeCode Available | 0 |
| One Model for All: Large Language Models are Domain-Agnostic Recommendation Systems | Oct 22, 2023 | AllLanguage Modeling | —Unverified | 0 |
| MeKB-Rec: Personal Knowledge Graph Learning for Cross-Domain Recommendation | Oct 17, 2023 | Graph LearningRecommendation Systems | —Unverified | 0 |
| VidCoM: Fast Video Comprehension through Large Language Models with Multimodal Tools | Oct 16, 2023 | Caption GenerationDescriptive | —Unverified | 0 |
| EfficientOCR: An Extensible, Open-Source Package for Efficiently Digitizing World Knowledge | Oct 16, 2023 | Image RetrievalLanguage Modeling | —Unverified | 0 |
| KGQuiz: Evaluating the Generalization of Encoded Knowledge in Large Language Models | Oct 15, 2023 | Multiple-choiceTriplet | CodeCode Available | 0 |
| Penetrative AI: Making LLMs Comprehend the Physical World | Oct 14, 2023 | Common Sense ReasoningWorld Knowledge | —Unverified | 0 |
| Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection | Oct 12, 2023 | DescriptiveOut-of-Distribution Detection | —Unverified | 0 |
| Self-Knowledge Guided Retrieval Augmentation for Large Language Models | Oct 8, 2023 | Question AnsweringRetrieval | —Unverified | 0 |
| Compositional Semantics for Open Vocabulary Spatio-semantic Representations | Oct 8, 2023 | World Knowledge | —Unverified | 0 |
| Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment | Sep 30, 2023 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Augmenting LLMs with Knowledge: A survey on hallucination prevention | Sep 28, 2023 | HallucinationLanguage Modeling | —Unverified | 0 |
| Analyzing the Efficacy of an LLM-Only Approach for Image-based Document Question Answering | Sep 25, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Bravo MaRDI: A Wikibase Powered Knowledge Graph on Mathematics | Sep 20, 2023 | World Knowledge | CodeCode Available | 0 |
| Reformulating Sequential Recommendation: Learning Dynamic User Interest with Content-enriched Language Modeling | Sep 19, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Plug in the Safety Chip: Enforcing Constraints for LLM-driven Robot Agents | Sep 18, 2023 | World Knowledge | —Unverified | 0 |
| Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity | Sep 12, 2023 | MemorizationSemantic Similarity | —Unverified | 0 |
| MMHQA-ICL: Multimodal In-context Learning for Hybrid Question Answering over Text, Tables and Images | Sep 9, 2023 | In-Context LearningQuestion Answering | —Unverified | 0 |
| Prompt-based Context- and Domain-aware Pretraining for Vision and Language Navigation | Sep 7, 2023 | Contrastive Learningcross-modal alignment | —Unverified | 0 |
| Long-Term Ad Memorability: Understanding & Generating Memorable Ads | Sep 1, 2023 | Language ModellingMarketing | —Unverified | 0 |
| Recommender AI Agent: Integrating Large Language Models for Interactive Recommendations | Aug 31, 2023 | AI AgentRecommendation Systems | —Unverified | 0 |
| Large language models converge toward human-like concept organization | Aug 29, 2023 | Knowledge Graph EmbeddingsMemorization | —Unverified | 0 |
| American Stories: A Large-Scale Structured Text Dataset of Historical U.S. Newspapers | Aug 24, 2023 | ArticlesLanguage Modeling | —Unverified | 0 |
| SayCanPay: Heuristic Planning with Large Language Models using Learnable Domain Knowledge | Aug 24, 2023 | Heuristic SearchWorld Knowledge | —Unverified | 0 |
| UniDoc: A Universal Large Multimodal Model for Simultaneous Text Detection, Recognition, Spotting and Understanding | Aug 19, 2023 | Instruction FollowingText Detection | —Unverified | 0 |
| KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases | Aug 17, 2023 | RetrievalWorld Knowledge | —Unverified | 0 |